Triple
T20548542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A32 Barrier Highway |
E504537
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Barrier Range region near Broken Hill
The Barrier Range region near Broken Hill is an arid, mineral-rich upland area in far western New South Wales, Australia, historically significant for its silver, lead, and zinc mining.
|
E1437764
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Barrier Range region near Broken Hill | Statement: [A32 Barrier Highway, namedAfter, Barrier Range region near Broken Hill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barrier Range region near Broken Hill Context triple: [A32 Barrier Highway, namedAfter, Barrier Range region near Broken Hill]
-
A.
Barcaldine Region
Barcaldine Region is a rural local government area in central-western Queensland, Australia, known for its sheep and cattle grazing industries and historic outback towns.
-
B.
Barraba region
The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
-
C.
Uluru region
The Uluru region is a central Australian tourism area famed for the iconic sandstone monolith Uluru (Ayers Rock), its surrounding desert landscapes, and rich Aboriginal cultural heritage.
-
D.
Hermannsburg region
The Hermannsburg region is a remote area of Central Australia known for its Aboriginal community and as the birthplace of the renowned Hermannsburg School of watercolour landscape painting.
-
E.
Burketown region
The Burketown region is a remote area in northwestern Queensland, Australia, traditionally owned and culturally significant to the Gangalidda people.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Barrier Range region near Broken Hill Triple: [A32 Barrier Highway, namedAfter, Barrier Range region near Broken Hill]
Generated description
The Barrier Range region near Broken Hill is an arid, mineral-rich upland area in far western New South Wales, Australia, historically significant for its silver, lead, and zinc mining.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barrier Range region near Broken Hill Target entity description: The Barrier Range region near Broken Hill is an arid, mineral-rich upland area in far western New South Wales, Australia, historically significant for its silver, lead, and zinc mining.
-
A.
Barcaldine Region
Barcaldine Region is a rural local government area in central-western Queensland, Australia, known for its sheep and cattle grazing industries and historic outback towns.
-
B.
Barraba region
The Barraba region is a rural area in northern New South Wales, Australia, known for its agricultural activities, natural landscapes, and small-town communities.
-
C.
Uluru region
The Uluru region is a central Australian tourism area famed for the iconic sandstone monolith Uluru (Ayers Rock), its surrounding desert landscapes, and rich Aboriginal cultural heritage.
-
D.
Hermannsburg region
The Hermannsburg region is a remote area of Central Australia known for its Aboriginal community and as the birthplace of the renowned Hermannsburg School of watercolour landscape painting.
-
E.
Burketown region
The Burketown region is a remote area in northwestern Queensland, Australia, traditionally owned and culturally significant to the Gangalidda people.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4b52c048190952b4d0f430813a3 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a5d56060819090f0e2f2f9957982 |
completed | April 20, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08a56f9a648190a5c22d31f2d149a7 |
completed | May 16, 2026, 5:12 p.m. |
| NEDg | Description generation | batch_6a08a630ab70819082eeb53aa80bc7fd |
completed | May 16, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a6aad1bc8190a3c470c34d4434f6 |
completed | May 16, 2026, 5:17 p.m. |
Created at: April 16, 2026, 11:38 a.m.